phylodynamic, Twitter, 2/24/2020 4:46:34 AM, 221854


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phylodynamic_2020-02-23_20-40-44.xlsx
phylodynamic_2020-02-23_20-40-44.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 24, 2020
Short Description:
phylodynamic via NodeXL http://bit.ly/2SScCM9
@arambaut
@carolinecolijn
@trvrb
@wellcometrust
@networkartic
@billhanage
@vollerbrad
@edbelongia
@yomiuri_online
@mrc_outbreak

Top hashtags:
#covid19
#ncov2019
#aaasmtg
#sarscov2
#stem
#coronavirus

Description:
Description
The graph represents a network of 85 Twitter users whose recent tweets contained "phylodynamic", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 24 February 2020 at 04:41 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 1-minute period from Friday, 14 February 2020 at 20:24 UTC to Sunday, 23 February 2020 at 15:26 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 85
Unique Edges : 194
Edges With Duplicates : 0
Total Edges : 194
Number of Edge Types : 5
Replies to : 19
Mentions : 28
Retweet : 9
Tweet : 11
MentionsInRetweet : 127
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.00549450549450549
Reciprocated Edge Ratio : 0.0109289617486339
Connected Components : 14
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 60
Maximum Edges in a Connected Component : 174
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.180605
Graph Density : 0.0256302521008403
Modularity : 0.55963
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 85 Twitter users whose recent tweets contained "phylodynamic", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 24 February 2020 at 04:41 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 1-minute period from Friday, 14 February 2020 at 20:24 UTC to Sunday, 23 February 2020 at 15:26 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : phylodynamic
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356
[3] http://virological.org/t/phylodynamic-estimation-of-incidence-and-prevalence-of-novel-coronavirus-ncov-infections-through-time/391
[2] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356/14
[1] https://www.latimes.com/science/story/2020-02-22/by-decoding-the-coronavirus-genome-scientists-hope-to-gain-the-upper-hand-in-the-outbreak
[1] https://twitter.com/trvrb/status/1226739962160115712
[1] http://Virological.org
[1] https://twitter.com/Imperial_JIDEA/status/1228652549844164609
[1] https://www.sciencedirect.com/science/article/pii/S1755436514000437#bib0275
[1] http://virological.org/t/how-close-are-we-to-the-phylodynamic-threshold-a-simulation-study/372
[1] https://twitter.com/EdBelongia/status/1228548722109214720

Top URLs in Tweet in G1:
[2] http://virological.org/t/phylodynamic-estimation-of-incidence-and-prevalence-of-novel-coronavirus-ncov-infections-through-time/391
[2] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356/14
[1] http://Virological.org
[1] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356

Top URLs in Tweet in G2:
[1] https://bedford.io/projects/ncov-phylodynamics/
[1] https://twitter.com/EdBelongia/status/1228548722109214720

Top URLs in Tweet in G3:
[1] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356

Top URLs in Tweet in G4:
[1] https://twitter.com/trvrb/status/1226739962160115712

Top URLs in Tweet in G5:
[3] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356
[1] https://www.sciencedirect.com/science/article/pii/S1755436514000437#bib0275
[1] https://twitter.com/Imperial_JIDEA/status/1228652549844164609

Top URLs in Tweet in G6:
[1] http://virological.org/t/phylodynamic-estimation-of-incidence-and-prevalence-of-novel-coronavirus-ncov-infections-through-time/391
[1] http://virological.org/t/how-close-are-we-to-the-phylodynamic-threshold-a-simulation-study/372

Top URLs in Tweet in G7:
[1] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356

Top URLs in Tweet in G8:
[1] https://www.latimes.com/science/story/2020-02-22/by-decoding-the-coronavirus-genome-scientists-hope-to-gain-the-upper-hand-in-the-outbreak

Top URLs in Tweet in G9:
[2] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356

Top URLs in Tweet in G10:
[1] http://virological.org/t/phylodynamic-analysis-115-genomes-20-feb-2020/356

Top Domains
Top Domains in Tweet in Entire Graph:
[17] virological.org
[3] twitter.com
[1] latimes.com
[1] sciencedirect.com
[1] bedford.io

Top Domains in Tweet in G1:
[6] virological.org

Top Domains in Tweet in G2:
[1] bedford.io
[1] twitter.com

Top Domains in Tweet in G3:
[1] virological.org

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[3] virological.org
[1] sciencedirect.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] virological.org

Top Domains in Tweet in G7:
[1] virological.org

Top Domains in Tweet in G8:
[1] latimes.com

Top Domains in Tweet in G9:
[2] virological.org

Top Domains in Tweet in G10:
[1] virological.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] covid19
[7] ncov2019
[5] aaasmtg
[2] sarscov2
[1] stem
[1] coronavirus



Top Hashtags in Tweet in G1:
[2] sarscov2
[2] covid19

Top Hashtags in Tweet in G2:
[7] ncov2019
[5] covid19
[5] aaasmtg

Top Hashtags in Tweet in G5:
[1] covid19
[1] coronavirus

Top Hashtags in Tweet in G8:
[1] stem

Top Words
Top Words in Tweet in Entire Graph:
[32] Words in Sentiment List#1: Positive
[41] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1638] Non-categorized Words
[1711] Total Words
[28] phylodynamic
[26] 2019
[24] analysis
[22] genomes
[21] ncov

Top Words in Tweet in G1:
[20] same
[10] mrc_outbreak
[10] whogoarn
[10] imperialcollege
[10] imperialsph
[10] bbcworld
[10] cnnbrk
[10] cgtnofficial
[10] pahoemergencies
[10] yomiuri_online

Top Words in Tweet in G2:
[17] phylodynamic
[12] total
[12] infections
[12] epidemic
[11] time
[11] transmission
[9] address
[8] one
[8] many
[8] case

Top Words in Tweet in G3:
[16] phylogenetic
[16] analysis
[16] ncov
[16] 2019
[16] genomes
[16] 12
[16] february
[16] 2020
[16] networkartic
[16] proudly

Top Words in Tweet in G5:
[4] epidemic
[3] time
[3] phylodynamic
[2] early
[2] size

Top Words in Tweet in G6:
[3] 2019
[2] 11

Top Words in Tweet in G9:
[2] phylodynamic
[2] analysis
[2] 90
[2] covid
[2] 19
[2] ncov
[2] 2019
[2] genomes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] ncov,2019
[19] 2019,genomes
[17] phylogenetic,analysis
[17] analysis,ncov
[17] genomes,12
[17] 12,february
[17] february,2020
[17] 2020,networkartic
[17] networkartic,proudly
[17] proudly,supported

Top Word Pairs in Tweet in G1:
[10] mrc_outbreak,whogoarn
[10] whogoarn,imperialcollege
[10] imperialcollege,imperialsph
[10] imperialsph,bbcworld
[10] bbcworld,cnnbrk
[10] cnnbrk,cgtnofficial
[10] cgtnofficial,pahoemergencies
[10] pahoemergencies,yomiuri_online
[10] yomiuri_online,nytimes
[10] nytimes,estimates

Top Word Pairs in Tweet in G2:
[9] address,phylodynamic
[7] one,important
[7] important,unknowns
[7] unknowns,#ncov2019
[7] #ncov2019,epidemic
[7] epidemic,total
[7] total,number
[7] number,_infections_
[7] _infections_,opposed
[7] opposed,_cases_

Top Word Pairs in Tweet in G3:
[16] phylogenetic,analysis
[16] analysis,ncov
[16] ncov,2019
[16] 2019,genomes
[16] genomes,12
[16] 12,february
[16] february,2020
[16] 2020,networkartic
[16] networkartic,proudly
[16] proudly,supported

Top Word Pairs in Tweet in G5:
[2] epidemic,size

Top Word Pairs in Tweet in G9:
[2] phylodynamic,analysis
[2] analysis,90
[2] 90,covid
[2] covid,19
[2] 19,ncov
[2] ncov,2019
[2] 2019,genomes

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@networkartic
@wellcometrust
@who
@whogoarn
@imperialcollege
@imperialsph
@bbcworld
@cnnbrk
@cgtnofficial
@pahoemergencies

Top Mentioned in G1:
@who
@whogoarn
@imperialcollege
@imperialsph
@bbcworld
@cnnbrk
@cgtnofficial
@pahoemergencies
@yomiuri_online
@nytimes

Top Mentioned in G2:
@trvrb
@xavierdidelot
@nextstrain
@billhanage
@arambaut
@peripatetical
@carolinecolijn

Top Mentioned in G3:
@networkartic
@wellcometrust

Top Mentioned in G4:
@jonst0kes
@drericding
@chr1sa
@kevin2kelly

Top Mentioned in G6:
@terrylerona

Top Mentioned in G8:
@maudean_maudean

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@bbcworld
@ayirpelle
@yomiuri_online
@tipographo
@uhvgottabkiddin
@niubi
@cristo_monte
@kr3at
@cgtnofficial

Top Tweeters in G1:
@nytimes
@bbcworld
@ayirpelle
@yomiuri_online
@cgtnofficial
@cnnbrk
@who
@gergyl
@yohkohatada
@imperialcollege

Top Tweeters in G2:
@uhvgottabkiddin
@kr3at
@sigdrifr
@wendyorent
@brahmantw
@_b_meyer
@tbn97
@billhanage
@tonyburnetti
@peripatetical

Top Tweeters in G3:
@cristo_monte
@jeremyfarrar
@wellcometrust
@ccowl56
@visualplague
@edin_eid
@rowan_uk
@michaeldavid80
@profpaulyoung
@pneumoniawuhan

Top Tweeters in G4:
@jonst0kes
@chr1sa
@loneprotester
@drericding
@kevin2kelly
@__philipn__

Top Tweeters in G5:
@tipographo
@overseasdem
@foxlow
@dystopiadude
@stvnwvr
@rkostadi

Top Tweeters in G6:
@niubi
@henkpoley
@terrylerona

Top Tweeters in G7:
@serdardirican
@drbulentpolat

Top Tweeters in G8:
@nitajo1
@maudean_maudean

Top Tweeters in G9:
@jaychance12
@vipr_db

Top Tweeters in G10:
@brianpardy
@ilchevlazar


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